Papers by Chi-Chun Lee
“Does it Matter When I Think You Are Lying?” Improving Deception Detection by Integrating Interlocutor’s Judgements in Conversations (2021.findings-acl)
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| Challenge: | Existing methods for deception detection are based on interrogator's perceptions of truth-bias . despite its frequent occurrences, human is not good at detecting deceptions despite inclination of truth bias . |
| Approach: | They propose a Judgmental-Enhanced Automatic Deception Detection Network that explicitly considers interrogator's perceived truths-deceptions with three types of speechlanguage features extracted during a conversation. |
| Outcome: | The proposed method outperforms the current state-of-the-art approach without conditioning on interrogator's judgements. |